Task-based model recommendations
Pick the job. ModelQuest weights capabilities, applies constraints, and ranks scored Builds with confidence — not a single global ranking.
How Quest Fit works
Each Quest stresses different stats (e.g. large codebase → STR + CON + INT).
Attribute inputs are peer-relative public scores (≈40–95 among scored Builds), not raw benchmark %.
You get a Fit score, why it wins, where it struggles, and a full ranking with weight breakdown.
Vibe Code a New App
Go from idea to working product without drowning in scaffolding.
Work in a Large Existing Codebase
Navigate, change, and verify without breaking what already works.
Fix a Difficult Bug
Trace causes, isolate failure, and ship a minimal correct fix.
Design a Polished Frontend
Hierarchy, taste, and usability — not just “it renders.”
Run an Autonomous Coding Agent
Long runs, tools, and honest completion — with a named harness.
Deep Research and Analysis
Synthesise sources, reason carefully, and know when you are unsure.
Fast Everyday Assistant
Snappy help for small tasks — drafts, answers, light coding, quick edits.
Creative Writing and Ideation
Voice, originality, and collaborative brainstorming — not corporate beige.
Best Model Under a Fixed Budget
Maximum useful capability per dollar — without pretend free lunches.
Private Local Coding
Stay on-device — useful coding without sending the repo to the cloud.